Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000719

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000608

distance 0.233

#2 · Sataracell 4940000373

distance 0.247

#3 · Sanglicell 4930004638

distance 0.271 · cross-district

#4 · Amravaticell 4680006574

distance 0.282 · cross-district

#5 · Sanglicell 4930002507

distance 0.292 · cross-district

#6 · Nashikcell 4870005403

distance 0.313 · cross-district

#7 · Sataracell 4940000194

distance 0.314

#8 · Ahmednagarcell 4660013437

distance 0.322 · cross-district

#9 · Sanglicell 4930003361

distance 0.325 · cross-district

#10 · Sataracell 4940006166

distance 0.334

#11 · Sanglicell 4930002502

distance 0.339 · cross-district

#12 · Ahmednagarcell 4660012459

distance 0.339 · cross-district

#13 · Kolhapurcell 4800004118

distance 0.35 · cross-district

#14 · Nashikcell 4870005430

distance 0.352 · cross-district

#15 · Sanglicell 4930004207

distance 0.353 · cross-district

#16 · Sataracell 4940000538

distance 0.356

#17 · Nashikcell 4870006135

distance 0.357 · cross-district

#18 · Sataracell 4940000141

distance 0.358

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940000719}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.